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A novel handwriting grading system using Gurmukhi characters
Joint Authors
Sharma, Rajendra Kumar
Kumar, Munish
Jindal, Manish
Source
The International Arab Journal of Information Technology
Issue
Vol. 15, Issue 6 (30 Nov. 2018)5 p.
Publisher
Publication Date
2018-11-30
Country of Publication
Jordan
No. of Pages
5
Main Subjects
Information Technology and Computer Science
Abstract EN
This paper presents a new technique for grading the writers based on their handwriting.
This process of grading shall be helpful in organizing handwriting competitions and then deciding the winners on the basis of an automated process.
For testing data set, we have collected samples from one hundred different writers.
In order to establish the correctness of our approach, we have also considered these characters, taken from one printed Gurmukhi font (Anandpur Sahib) in testing data set.
For training data set, we have considered these characters, taken from four printed Gurmukhi fonts, namely, LMP Taran, Maharaja, Granthi and Gurmukhi_Lys.
Nearest Neighbour classifier has been used for obtaining a classification score for each writer.
Finally, the writers are graded based on their classification score
American Psychological Association (APA)
Kumar, Munish& Jindal, Manish& Sharma, Rajendra Kumar. 2018. A novel handwriting grading system using Gurmukhi characters. The International Arab Journal of Information Technology،Vol. 15, no. 6.
https://search.emarefa.net/detail/BIM-873999
Modern Language Association (MLA)
Kumar, Munish…[et al.]. A novel handwriting grading system using Gurmukhi characters. The International Arab Journal of Information Technology Vol. 15, no. 6 (Nov. 2018).
https://search.emarefa.net/detail/BIM-873999
American Medical Association (AMA)
Kumar, Munish& Jindal, Manish& Sharma, Rajendra Kumar. A novel handwriting grading system using Gurmukhi characters. The International Arab Journal of Information Technology. 2018. Vol. 15, no. 6.
https://search.emarefa.net/detail/BIM-873999
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-873999